DocumentCode
333087
Title
Advanced methods for simulation output analysis
Author
Alexopoulos, Christos ; Seila, Andrew E.
Author_Institution
Sch. of Ind. & Syst. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
1
fYear
1998
fDate
13-16 Dec 1998
Firstpage
113
Abstract
This paper reviews statistical methods for analyzing output data from computer simulations of single systems. In particular, it focuses on the problems of choosing initial conditions and estimating steady-state system parameters. The estimation techniques include the replication/deletion approach, the regenerative method, the batch means method, and the standardized time series method
Keywords
parameter estimation; simulation; statistical analysis; time series; batch means method; computer simulations; initial conditions; regenerative method; replication/deletion; simulation output analysis; single systems; standardized time series; statistical methods; steady-state system parameters; Analytical models; Computational modeling; Data analysis; Educational institutions; Parameter estimation; Random variables; Statistical analysis; Steady-state; System performance; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference Proceedings, 1998. Winter
Conference_Location
Washington, DC
Print_ISBN
0-7803-5133-9
Type
conf
DOI
10.1109/WSC.1998.744906
Filename
744906
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